{"id":"W2511622219","doi":"10.2147/rmhp.s107721","title":"Occupational management in the workplace and impact on injury claims, duration, and cost: a prospective longitudinal cohort","year":2016,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Odds ratio; Workers' compensation; Occupational injury; Confidence interval; Mood; Prospective cohort study; Logistic regression; Occupational medicine; Cohort study; Physical therapy; Poison control; Injury prevention; Demography; Emergency medicine; Psychiatry; Internal medicine; Epidemiology; Psychology; Compensation (psychology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007223909,0.0001537966,0.0001741886,0.0003031887,0.000169338,0.00003390001,0.00003756314,0.00005087441,0.00001132783],"category_scores_gemma":[0.00004191116,0.00008046396,0.00003307689,0.0002494752,0.000110728,0.00008632882,0.00004630429,0.0001202016,0.000005533011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185432,"about_ca_system_score_gemma":0.00002956306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006327289,"about_ca_topic_score_gemma":0.0001551406,"domain_scores_codex":[0.99879,0.0001457688,0.0002573757,0.0003309703,0.0002514187,0.0002244997],"domain_scores_gemma":[0.9994464,0.0001251454,0.00008709161,0.0001919808,0.00004162315,0.0001077768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005345607,0.00006685431,0.845884,0.0004708789,0.00006947229,0.000004678023,0.0004109758,3.444056e-7,0.0000012341,0.06118694,0.001144483,0.09022563],"study_design_scores_gemma":[0.001342837,0.0004961089,0.9879693,0.0002511267,0.0000465624,0.000003974086,0.0003617701,0.00003131166,8.477801e-7,0.008455716,0.0009476378,0.00009285167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701875,0.0003983379,0.0001254867,0.023253,0.00002595526,0.002887915,0.00002322627,0.00002348662,0.003075127],"genre_scores_gemma":[0.9920572,0.005815797,0.0002467443,0.0008438874,0.0001290701,0.0002140685,0.00001406595,0.000009609512,0.0006695528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420853,"threshold_uncertainty_score":0.3281225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444889664173965,"score_gpt":0.3597271456855828,"score_spread":0.3452782490438432,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}